Neuromorphic Continual Learning

Continually Learning Prototypes (CLP) is an algorithm developed for Loihi 2 to address online learning of novel patterns in an incremental fashion without forgetting. In this meeting I will give a quick intro to the algorithm and the three applications we are investigating during this workshop:



  • Continual learning of odors (direct sensor-Loihi interface)

  • Continual learning of DVS gestures (generalization to unseen datasets)

  • Continual learning of places from a wheeled robot's DVS camera


 


 

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Timetable

Day Time Location
Wed, 01.05.2024 17:00 - 18:00 Arcade
Mon, 06.05.2024 17:00 - 18:00 Arcade

Moderator

Elvin Hajizada

Members

Gabriel Béna
Chiara De luca
Jan Finkbeiner
Elvin Hajizada
Ismael Jaras
James Knight
Josep Maria Margarit-taulé
Loris Mendolia
Eleni Nisioti
Maryeme Ouafoudi
Yulia Sandamirskaya
Thomas Shoesmith
Yannik Stradmann
Alexandru Vasilache